TODO.md

TO-DO

16 Aug 2021

• fix rounding bug in cost_knapsack for better integer approximations

12 Aug 2021

• add documentation in all R source files for estimation functionality:
  • cate.R
  • data.R
  • effects.R
  • fluctuation.R
  • nuisance.R
  • costs.R
  • segment.R
  • confint.R
  • setup_data.R
  • wrappers.R
  • Lrnr_prob_known.R
• add documentation where necessary in all R auxiliary source files:
  • bound.R
  • scale.R
  • globals.R
  • options.R
  • zzz.R

11 Aug 2021

• fix TMLE fluctuation to fit each parameter separately
• add confidence intervals for CATE and effect measure estimates
• add in checks for diagnostics at smaller sample sizes

07 Aug 2021

• reduce to a few high-level functions: sherlock to detect segments, watson to assign an optimal rule, and mycroft to compute effects

06 Aug 2021

• rename HTE to OTE, since HTE already defined otherwise in ABlaze
• evaluate OTE conditional on segmentation covariates, ie, COTE = E(OTE|V)

04 Aug 2021

-[x] create a wrapper function to bundle set_est_data and est_cate -[x] add summarization of EIF across IDs for repeated measures -[x] add functionality to handle known g in PS estimation -[x] export global option for sl3.pcontinuous to avoid guessing categorical